## RSpectra: Solvers for Large-Scale Eigenvalue and SVD Problems

R interface to the 'Spectra' library <https://spectralib.org/> for large-scale eigenvalue and SVD problems. It is typically used to compute a few eigenvalues/vectors of an n by n matrix, e.g., the k largest eigenvalues, which is usually more efficient than eigen() if k << n. This package provides the 'eigs()' function that does the similar job as in 'Matlab', 'Octave', 'Python SciPy' and 'Julia'. It also provides the 'svds()' function to calculate the largest k singular values and corresponding singular vectors of a real matrix. The matrix to be computed on can be dense, sparse, or in the form of an operator defined by the user.

 Version: 0.16-1 Depends: R (≥ 3.0.2) Imports: Matrix (≥ 1.1-0), Rcpp (≥ 0.11.5) LinkingTo: Rcpp, RcppEigen (≥ 0.3.3.3.0) Suggests: knitr, rmarkdown, prettydoc Published: 2022-04-24 Author: Yixuan Qiu [aut, cre], Jiali Mei [aut] (Function interface of matrix operation), Gael Guennebaud [ctb] (Eigenvalue solvers from the 'Eigen' library), Jitse Niesen [ctb] (Eigenvalue solvers from the 'Eigen' library) Maintainer: Yixuan Qiu BugReports: https://github.com/yixuan/RSpectra/issues License: MPL (≥ 2) URL: https://github.com/yixuan/RSpectra NeedsCompilation: yes Materials: README NEWS In views: NumericalMathematics CRAN checks: RSpectra results

#### Documentation:

 Reference manual: RSpectra.pdf Vignettes: Large-Scale Eigenvalue Decomposition and SVD with RSpectra

#### Downloads:

 Package source: RSpectra_0.16-1.tar.gz Windows binaries: r-devel: RSpectra_0.16-1.zip, r-release: RSpectra_0.16-1.zip, r-oldrel: RSpectra_0.16-1.zip macOS binaries: r-release (arm64): RSpectra_0.16-1.tgz, r-oldrel (arm64): RSpectra_0.16-1.tgz, r-release (x86_64): RSpectra_0.16-1.tgz, r-oldrel (x86_64): RSpectra_0.16-1.tgz Old sources: RSpectra archive

#### Reverse dependencies:

 Reverse depends: BioNAR, fad, onlinePCA, SKAT, SmartSVA Reverse imports: bamm, bigstatsr, bigutilsr, blapsr, bspcov, castor, ClimMobTools, cvCovEst, ddpca, destiny, dtwclust, fase, fastadi, fastLaplace, fastRG, filling, funcharts, fungible, fuser, gasper, GhostKnockoff, Gmedian, greed, gsbm, HCD, HDMFA, HiContacts, HyperG, IALS, ILoReg, knockoff, kpcalg, lfa, lfmm, locStra, LSX, maotai, markerpen, MatrixCorrelation, mina, miRNAss, missSBM, motifcluster, multiblock, multiness, multivarious, NetworkDistance, NetworkReg, nipalsMCIA, OLCPM, OPTtesting, pcadapt, phylter, PlackettLuce, qlcVisualize, quanteda.textmodels, rags2ridges, rainette, randnet, rARPACK, Rdimtools, Rfssa, RGMM, rhype, RMLPCA, RobRegression, ScorePlus, scPCA, scTenifoldKnk, scTenifoldNet, SDPDmod, Seurat, SIMLR, SISIR, smartsnp, sparsegl, sparseLRMatrix, SpectralClMixed, SplitKnockoff, textmineR, TopicScore, treestats, ubms, umap, uSORT, uwot, veloviz, Vicus, Voyager, vsp Reverse linking to: autoFRK, fad, Gmedian, markerpen, WpProj Reverse suggests: bigsnpr, butcher, celltrackR, countland, dimRed, epca, ggmix, hydra, InspectChangepoint, lme4breeding, nett, recipes, redist, rSPDE, Rssa, sommer, spaMM, spatialreg, spdep, yacca

#### Linking:

Please use the canonical form https://CRAN.R-project.org/package=RSpectra to link to this page.